{"id":"W4379380106","doi":"10.1016/s2213-8587(23)00116-x","title":"Management of type 1 diabetes in pregnancy: update on lifestyle, pharmacological treatment, and novel technologies for achieving glycaemic targets","year":2023,"lang":"en","type":"review","venue":"The Lancet Diabetes & Endocrinology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Toronto","funders":"National Institutes of Health; Javna Agencija za Raziskovalno Dejavnost RS; Fonds Wetenschappelijk Onderzoek; Novo Nordisk; Dexcom; National Institute of Diabetes and Digestive and Kidney Diseases; ZonMw; Insulet Corporation; Diabetes Canada; Sanofi; Leona M. and Harry B. Helmsley Charitable Trust; Tandem Diabetes Care; Pfizer; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Pregnancy; Type 2 diabetes; Gestational diabetes; Diabetes mellitus; Type 1 diabetes; Obstetrics; Aspirin; Intensive care medicine; Weight gain; Gestation; Endocrinology; Internal medicine; Body weight","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001655656,0.001261332,0.003001829,0.002183592,0.0002231522,0.001371836,0.001323251,0.001660451,0.004336655],"category_scores_gemma":[0.002277616,0.0003565433,0.001320561,0.002185217,0.000418098,0.001507099,0.0009127764,0.003420738,0.001666591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008346114,"about_ca_system_score_gemma":0.00174628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00241357,"about_ca_topic_score_gemma":0.005082807,"domain_scores_codex":[0.999498,0.0001021157,0.0000829106,0.00005520141,0.0002159074,0.00004584858],"domain_scores_gemma":[0.9985049,0.000963368,0.0001779969,0.00002126207,0.0002572516,0.00007534098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001523212,0.00007121844,0.0001230642,0.02907678,0.0002385484,0.0001033608,0.00002992833,0.0002638461,0.0004718422,0.001783861,0.04493382,0.9227514],"study_design_scores_gemma":[0.0001856425,0.0002374415,0.001205851,0.02674972,0.0007932044,0.0007388946,0.00007190934,0.0002326048,0.000172761,0.002244514,0.9673287,0.0000386412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002423425,0.9991204,0.00006623599,0.0003276679,0.000223817,0.000003084868,0.000015891,0.000004363266,0.0002141971],"genre_scores_gemma":[0.0001321893,0.9990197,0.0001552766,0.0003378397,0.0002097912,0.000003889974,0.00002349609,9.636869e-7,0.0001167698],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004336655,"threshold_uncertainty_score":0.01450753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160277995069616,"score_gpt":0.3964174148960811,"score_spread":0.2803896153891195,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}